Mohammad Monish

Key Skills

Software

Appen

Clickworker

Labelbox

Label Studio

OneForma

Toloka

Telus

Top Subject Matter

No subject matter listed

Top Data Types

Image

Text

Computer Code Programming

Top Task Types

Evaluation/Rating

Classification

Data Collection

Freelancer Overview

I have over three years of experience in IT recruiting, where I have developed a strong ability to identify and assess technical talent for roles such as Data Engineer, Python Developer, and Automation Testing across industries like healthcare, technology, and enterprise solutions. My experience with applicant tracking systems and talent assessment tools has given me a keen eye for detail, ensuring accuracy and compliance throughout the recruitment lifecycle—skills that are directly transferable to data labeling and AI training data roles. I am highly organized, proficient in Microsoft Office, and have worked with diverse clients, which has strengthened my communication and collaboration abilities. I am passionate about supporting AI and data-driven projects by ensuring high-quality, well-annotated datasets that contribute to robust machine learning outcomes.

Labeling Experience

AI Trainer/ Data Annotation Contributor, Turing

LabelboxComputer Code ProgrammingData Collection

As a Data Annotation Contributor at Turing, I gathered real-world computer usage data by performing various daily and professional tasks. I executed activities on a computer to capture detailed interaction data supporting AI model development for usage agents. Strict adherence to project instructions ensured data integrity and simulation of actual user behavior. • Conducted computer-based workflows for agent training • Captured and submitted structured usage interaction datasets • Performed self-checks to meet data completeness standards • Followed established workflows for reliable data collection

As a Data Annotation Contributor at Turing, I gathered real-world computer usage data by performing various daily and professional tasks. I executed activities on a computer to capture detailed interaction data supporting AI model development for usage agents. Strict adherence to project instructions ensured data integrity and simulation of actual user behavior. • Conducted computer-based workflows for agent training • Captured and submitted structured usage interaction datasets • Performed self-checks to meet data completeness standards • Followed established workflows for reliable data collection

2025 - 2025

AI Trainer/ Data Annotator, Oneforma

OneformaTextClassification

At Oneforma, I evaluated and annotated chat support agent responses for a major e-commerce platform. This work required judging relevance, completeness, and adherence to specific policy guidelines in customer–agent interactions. I also contributed to speech diarization and data collection initiatives to enhance customer support AI systems. • Labelled and classified agent responses for accuracy and safety • Participated in speech diarization projects with precise timestamps • Conducted dataset collection and validation for client use • Maintained high quality and detail in labeling tasks

At Oneforma, I evaluated and annotated chat support agent responses for a major e-commerce platform. This work required judging relevance, completeness, and adherence to specific policy guidelines in customer–agent interactions. I also contributed to speech diarization and data collection initiatives to enhance customer support AI systems. • Labelled and classified agent responses for accuracy and safety • Participated in speech diarization projects with precise timestamps • Conducted dataset collection and validation for client use • Maintained high quality and detail in labeling tasks

2025 - 2025

Freelance AI Trainer/ AI Data Contributor, Crowdgen

LabelboxImageEvaluation Rating

As a Freelance AI Trainer and Data Contributor at Crowdgen, I worked on a variety of AI training projects involving social media ads and content moderation. My responsibilities included reviewing and rating social media advertisements, evaluating search engine queries, and transcribing and annotating speech data for model improvement. I contributed to data collection, prompt creation, and conducted text and image annotation to support machine learning workflows. • Social media ads reviewed and rated for compliance and safety • Text and image annotation tasks performed using client tools • Audio transcription with tagging and diarization for training data • Search query relevance evaluation for marketplace improvement

As a Freelance AI Trainer and Data Contributor at Crowdgen, I worked on a variety of AI training projects involving social media ads and content moderation. My responsibilities included reviewing and rating social media advertisements, evaluating search engine queries, and transcribing and annotating speech data for model improvement. I contributed to data collection, prompt creation, and conducted text and image annotation to support machine learning workflows. • Social media ads reviewed and rated for compliance and safety • Text and image annotation tasks performed using client tools • Audio transcription with tagging and diarization for training data • Search query relevance evaluation for marketplace improvement

2024 - 2025

Education

Work History